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Which of the following are the approaches to Artificial Intelligence?

Question

Which of the following are the approaches to Artificial Intelligence?

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Solution

There are two main approaches to Artificial Intelligence:

  1. Symbolic or Rule-based Approach: This approach is based on the idea that many aspects of the world can be represented with symbols, and intelligence can be created by manipulating these symbols. The rules are set by humans and the AI uses these rules to solve problems. This approach was popular in the early days of AI and is often associated with "good old-fashioned AI".

  2. Machine Learning Approach: This approach is based on the idea that an AI system can learn from data and improve its performance over time. Instead of being explicitly programmed, the AI system is trained on a large amount of data and uses statistical techniques to find patterns in the data. This approach is currently the most popular and successful approach to AI.

There are also hybrid approaches that combine elements of both symbolic and machine learning approaches.

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